sudowork / nd101-deep-learning

Udacity Deep Learning Nanodegree Foundation notes and assignments

sudowork/nd101-deep-learning Issues

Week 17: One-shot Learning (Probabilistic Programming)
Updated 7 years ago
Week 16: Image Generation
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Week 15: Data Visualization
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Week 14: Image Compression
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Week 13: Game Bot 2D (reinforcement learning via Monte-Carlo tree search)
Updated 7 years ago
Week 12: Chatbot QA System with Voice
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Week 11: Language translation (sequence to sequence)
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Week 10: Poetry Generation (LSTMs applied to NLP)
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Week 9: Music Generation (LSTMs applied to Audio)
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Week 8: Art Generation
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Week 7: Prediction
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Week 6: Drone Image Tracking
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Week 5: Data preparation (cleaning, regularization, dimensionality reduction)
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Week 4: Math Notation and Recommender Systems
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Week 3: Cloud Computing and Sentiment Analysis
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Week 2: Neural Network Architecture and Types
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Week 1: Types of Machine Learning and when to use Machine Learning
Updated 7 years ago